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Papers Benchmarks Datasets Tasks

Generative Recommendation research benchmarks – Page 5 · SOTA2 Research

Generative Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tencent WeChat Channels advertising traffic (March 7 to March 11, 2026)

1.5GMV Lift

2

May 8, 2026

Industrial dataset Inductive large-scale (test)

21.04N@10

2

Feb 26, 2026

Large-scale industrial dataset (Inductive (New Users))

0.21NDCG@10

2

Feb 26, 2026

Hea. (Health) domain (test)

2.02R@10

2

Feb 26, 2026

Boo Books domain (test)

4.724R@10

2

Feb 26, 2026

Spo. Sports domain (test)

1.851R@10

2

Feb 26, 2026

Cel. (Cell Phones) domain (test)

3.321R@10

2

Feb 26, 2026

Mov. (Movies) domain (test)

2.798R@10

2

Feb 26, 2026

Vid. (Video) domain (test)

4.225R@10

2

Feb 26, 2026

Proprietary e-commerce catalog Online A/B Experiment

Generative recommendations (cascaded merchandising framework)

2.7Cart Adds per Page View (Relative Lift)

1

May 13, 2026

Page 5 of 5

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Amazon Beauty Amazon Beauty Industrial Dataset Meituan

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